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检索条件"主题词=Computer vision and image processing techniques"
1042 条 记 录,以下是461-470 订阅
排序:
PotNet: Pothole detection for autonomous vehicle system using convolutional neural network
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ELECTRONICS LETTERS 2021年 第2期57卷 53-56页
作者: Dewangan, Deepak Kumar Sahu, Satya Prakash Natl Inst Technol Dept Informat Technol Raipur Madhya Pradesh India
Advancement in vision-based techniques has enabled the autonomous vehicle system (AVS) to understand the driving scene in depth. The capability of autonomous vehicle system to understand the scene, and detecting the s... 详细信息
来源: 评论
Haze removal network using unified function for image dehazing
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ELECTRONICS LETTERS 2021年 第1期57卷 16-20页
作者: Oh, Hyungseok Kim, Hyena Kim, Yejin Yim, Changhoon Konkuk Univ Dept Comp Sci & Engn Seoul South Korea
The atmospheric scattering model includes two crucial parameters for dehazing: global atmospheric light and the transmission map. Most previous dehazing methods need to obtain these two parameters separately, which ma... 详细信息
来源: 评论
Simultaneous wound border segmentation and tissue classification using a conditional generative adversarial network
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JOURNAL OF ENGINEERING-JOE 2021年 第3期2021卷 125-134页
作者: Sarp, Salih Kuzlu, Murat Pipattanasomporn, Manisa Guler, Ozgur Old Dominion Univ Norfolk Batten Coll Engn & Technol Norfolk VA USA Chulalongkorn Univ Smart Grid Res Unit Bangkok Thailand EKare Inc Fairfax VA USA
Generative adversarial network (GAN) applications on medical image synthesis have the potential to assist caregivers in deciding a proper chronic wound treatment plan by understanding the border segmentation and the w... 详细信息
来源: 评论
Nearest feature line classifier based on collaborative representation with nearest neighbour search algorithm
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ELECTRONICS LETTERS 2021年 第1期57卷 20-22页
作者: Zhuang, Zhongjie Pan, Jeng-Shyang Chu, Shu-Chuan Luo, Hao Shandong Univ Sci & Technol Coll Comp Sci & Engn Qingdao Peoples R China Flinders Univ S Australia Coll Sci & Engn Clovelly Pk SA Australia Zhejiang Univ Sch Aeronaut & Astronaut Hangzhou Peoples R China
Nearest feature line is an effective classification algorithm. However, if a test sample cannot be linear represented by the training samples, the algorithm may not work very well. Moreover, another problem is that it... 详细信息
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Fusion of semantic and appearance features for loop-closure detection in a dynamic environment
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ELECTRONICS LETTERS 2021年 第2期57卷 56-58页
作者: Xu, Yan Huang, Jiani Tianjin Univ Sch Elect & Informat Engn Tianjin Peoples R China
Loop-closure detection is important in large-scale localisation system. However, it is still difficult in a dynamic environment. An online fast loop-closure detection algorithm based on Deeplabv3 with MobileNetV2 (DpM... 详细信息
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image semantic segmentation method based on GAN network and ERFNet model
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JOURNAL OF ENGINEERING-JOE 2021年 第4期2021卷 189-200页
作者: Dong, Chaoxian Sanmenxia Polytech Coll Informat Media Sanmenxia Henan Peoples R China
This article addresses the problems of traditional methods in image semantic segmentation, such as insufficient segmentation of small-scale targets and weak anti-noise ability. A method of image semantic segmentation ... 详细信息
来源: 评论
A benchmark of dynamic versus static methods for facial action unit detection
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JOURNAL OF ENGINEERING-JOE 2021年 第5期2021卷 252-266页
作者: Alharbawee, L. Pugeault, N. Univ Exeter Coll Engn Math & Phys Sci Exeter Devon England Univ Mosul Stat & Informat Dept Coll Comp Sci & Math Mosul Iraq Univ Glasgow Sch Comp Sci Glasgow Lanark Scotland
Action Units activation is a set of local individual facial muscle parts that occur in time constituting a natural facial expression event. AUs occurrence activation detection can be inferred as temporally consecutive... 详细信息
来源: 评论
image processing and machine learning-based classification method for hyperspectral images
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JOURNAL OF ENGINEERING-JOE 2021年 第2期2021卷 85-96页
作者: Yaman, Orhan Yetis, Hasan Karakose, Mehmet Firat Univ Dept Comp Technol TR-23119 Elazig Turkey Firat Univ Dept Comp Engn Elazig Turkey
Hyperspectral images are used to produce effective solutions in many areas due to the number of information they have. However, the number of information they provide may not bring an advantage always, in contrast, it... 详细信息
来源: 评论
image semantic segmentation method based on GAN network and ENet model
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JOURNAL OF ENGINEERING-JOE 2021年 第10期2021卷 594-604页
作者: Li, Huiyi Hunan Mass Media Vocat & Tech Coll Changsha Hunan Peoples R China
Currently, image semantic segmentation has problems such as low accuracy and long running time. This paper proposes an image semantic segmentation method based on generative adversarial network and ENet model combined... 详细信息
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A multi-modal heterogeneous data mining algorithm using federated learning
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JOURNAL OF ENGINEERING-JOE 2021年 第8期2021卷 458-466页
作者: Wei, Xianyong Shangqiu Polytech Dept Comp Shangqiu 476000 Henan Peoples R China
In disease diagnosis, the classification accuracy based on multi-modal models is usually higher than single-modal models. However, in the process of multimodal data fusion, how to reasonably solve the heterogeneity pr... 详细信息
来源: 评论